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Mobile Devices and Applications for Health; an Exploratory Review of the Current Evidence with Public Health Perspective

Alireza Ahmadvand, Ahmad Fayaz-Bakhsh



Advances in mobile phone technology help in assessment, education and service provision for the benefit of public health. Mobile health solutions have been successful in transformation of service delivery – especially in resource-poor settings. But challenges arise from “patchwork of incompatible applications serving narrow, albeit valuable, needs”. We assessed available evidence on advantages of mobile devices and applications for the purpose of health improvement, considering a public health perspective. We reviewed the articles published in PubMed, Web of Science, Scopus, and Ovid from 2010 backwards according to their study design, population, objectives and findings. We then classified them according to World Health Organization’s health system building blocks, objectives, and roadmaps. Twenty five out of 43 articles met our inclusion criteria. Research experiences were still passing through their developmental phases and needed much harmonization to health system goals and objectives at large. The subjects that had been experienced in addition to the study designs varied widely. A substantial lack of higher-level evidence existed, especially in the form of well-designed trials. It is the responsibility of healthcare researchers to advocate for better study types and also a requirement for experts from information technology enterprise to get more insight into the nature of health system when planning a research on mobile health.


Friede A, Blum HL, McDonald M. Public health informatics: how information-age technology can strengthen public health. Annu Rev Public Health. 1995;16(1): p. 239-52.

Yasnoff WA, O'Carroll PW, Koo D, Linkins RW, Kilbourne EM. Public health informatics: improving and transforming public health in the information age. J Public Health Manag Pract. 2000;6(6): p. 67-75.

Yasnoff WA, Overhage JM, Humphreys BL, LaVenture M. A national agenda for public health informatics: summarized recommendations from the 2001 AMIA Spring Congress. J Am Med Inform Assoc. 2001;8(6): p. 535-45.

Araujo J, Pepper C, Richards J, Choi M, Xing J, Li W. The profession of public health informatics: still emerging? Int J Med Inform. 2009;78(6): p. 375-85.

Piette JD, Mendoza-Avelares MO, Milton EC, Lange I, Fajardo R. Access to mobile communication technology and willingness to participate in automated telemedicine calls among chronically ill patients in Honduras. Telemed J E Health. 2010;16(10): p. 1030-41.

Akter S, Ray P. mHealth - an Ultimate Platform to Serve the Unserved. Yearb Med Inform. 2010: p. 94-100.

Estrin D, Sim I. Health care delivery. Open mHealth architecture: an engine for health care innovation. Science. 2010;330(6005): p. 759-60.

WHO. Strengthening Health Systems to Improve Health Outcomes: World Health Organization; 2007, p. 56.

Wang DH, Kogashiwa M, Ohta S, Kira S. Validity and reliability of a dietary assessment method: the application of a digital camera with a mobile phone card attachment. J Nutr Sci Vitaminol (Tokyo). 2002;48(6): p. 498-504.

Hameed K. The application of mobile computing and technology to health care services. Telematics and Informatics. 2003;20(2): p. 99-106.

Smith-Jackson T, Nussbaum M, Mooney A. Accessible cell phone design: development and application of a needs analysis framework. Disabil Rehabil. 2003;25(10): p. 549-60.

Yu P, Yu H, editors. Lessons learned from the practice of mobile health application development. 2004; Hong Kong, China.

Jones V, Rensink A, Brinksma E, editors. Modelling mobile health systems: An application of augmented MDA for the extended healthcare enterprise. 2005; Enschede.

Kopec D, Eckhardt R, Tamang S, Reinharth D. Towards a Mobile Intelligent Information System with Application to HIV/AIDS. Stud Health Technol Inform. 2005;114(1): p. 30-5.

Kotani K, Morii M, Asai Y, Sakane N. Application of mobile-phone cameras to home health care and welfare in the elderly: experience in a rural practice. Aust J Rural Health. 2005;13(3): p. 193-4.

Morris ME, Kathawala Q, Leen TK, Gorenstein EE, Guilak F, Labhard M, et al. Mobile therapy: case study evaluations of a cell phone application for emotional self-awareness. J Med Internet Res. 2010;12(2): p. e10.

Holzinger A, Errath M. Mobile computer Web-application design in medicine: some research based guidelines. Universal Access in the Information Society. 2007;6(1): p. 31-41.

Holzinger A, Höller M, Bloice M, Urlesberger B, editors. Typical problems with developing mobile applications for health care - Some lessons learned from developing user-centered mobile applications in a hospital environment. 2008; Porto.

Holzinger A, Trauner J, Biffl S, editors. Work lists for the transport of patients - A case for mobile applications in health care. 2008; Porto.

Khambati A, Grundy J, Warren J, Hosking J, editors. Model-driven development of mobile personal health care applications. 2008; L'Aquila.

Laakko T, Leppanen J, Lahteenmaki J, Nummiaho A. Mobile health and wellness application framework. Methods Inf Med. 2008;47(3): p. 217-22.

Lee M, Kang B, Han D, Jung S, Cho C, editors. A platform for personalized mobile u-health application design and development. 2008; Singapore.

Zhang JZ, Teslow M, Sanger P. An 'engineering-health science' interdisciplinary approach to promoting mobile technology for multidisciplinary applications. International Journal of Engineering Education. 2008;24(1): p. 74-8.

Ahtinen A, Mattila E, Väätänen A, Hynninen L, Salminen J, Koskinen E, et al., editors. User experiences of mobile wellness applications in health promotion: User study of wellness diary, mobile coach and SeltRelax. 2009; London.

Breslauer DN, Maamari RN, Switz NA, Lam WA, Fletcher DA. Mobile phone based clinical microscopy for global health applications. PLoS ONE. 2009;4(7): p. e6320.

Knobloch K, Gohritz A, Vogt PM. Cell phone-based multimedia messaging service in reconstructive microsurgery: a novel telemedicine application. Plast Reconstr Surg. 2009;123(6): p. 220e-2e.

Poh MZ, Kim K, Goessling AD, Swenson NC, Picard RW, editors. Heartphones: Sensor earphones and mobile application for non-obtrusive health monitoring. 2009; Linz.

Altini M, Penders J, Roebbers H, editors. An android-based body area network gateway for mobile health applications. 2010; San Diego, CA.

Boyer EW, Smelson D, Fletcher R, Ziedonis D, Picard RW. Wireless Technologies, Ubiquitous Computing and Mobile Health: Application to Drug Abuse Treatment and Compliance with HIV Therapies. J Med Toxicol. 2010;6(2): p. 212-6.

Giridher T, Wasilewska A, Wong JL, Reklii KS. Global mobile applications for monitoring health. Computer Science and Information Technology 2010;5(4): p. 855-9.

Halko S, Kientz J. Personality and Persuasive Technology: An Exploratory Study on Health-Promoting Mobile Applications. In: Ploug T, Hasle P, Oinas-Kukkonen H, editors. Persuasive Technology. Springer Berlin / Heidelberg; 2010. p. 150-61.

Meankaew P, Kaewkungwal J, Khamsiriwatchara A, Khunthong P, Singhasivanon P, Satimai W. Application of mobile-technology for disease and treatment monitoring of malaria in the "Better Border Healthcare Programme". Malar J. 2010;9(1): p. 237.

Morris TJ, Pajak J, Havlik F, Kenyon J, Calcagni D. Battlefield Medical Information System-Tactical (BMIST): the application of mobile computing technologies to support health surveillance in the Department of Defense. Telemed J E Health. 2006;12(4): p. 409-16.


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